Categories - Climate Change

Sub Categories

Topics

flood, cmip6, xclim, e3sm, integrated-assessment, esgf, hazard, integrated-assessment-model, tropical-cyclone, cmip, climate-data-analysis, cesm, chirps, hazard-assessment, inundation, hurricane, climate-forecasting, floods, climate-datasets, national-water-center, s2s, ncar, human-earth-system, agricultura, gcam, coupled-human-natural-systems, meteorologia, esmf, icclim, climate-indices, neuralgcm, cmip5, zealand, national-climate-database, kml, imerg, climate-stations, climateserv, emodis, cf-conventions, esi, disaster, timeseries-format, ecmwf-services, anuclim, scenario-data, macro-energy, world3, integrated-assessment-scenarios, iamc-format, return-period, kostra, elevation, cds, earthkit, contingency-table, forecast-evaluation, model-validation, daily-data, daily-weather, sea-ice-thickness, global-data, gsod, scicomm, ogc, frost, diurnal-temperature, relative-humidity, solar-radiation, flood-inundation-maps, byrd, cru-cl2, fever, oceans, cru, ohio-state-university, prepare, cmor3, tropical, cdat, climate-research, climate-sciences, pcmdi, cyclones, xcdat, climate-impacts, gdpcir, design-rainfall, duration, duration-steps, dwa, dwa-a-531, heavy-rain, intensity-duration-frequency, adcirc, bom, hand, tiros, radiometric, metop, lac, gac, avhrr, inasafe, disasterresponse, ropenspain, forecast-api, aemet, parameters, ecco, warming-stripes, sea-levels, carbon-dioxide-data, australia-bureau-of-meteorology, mtclim, gpm-imerg, ornl-daac, hector-model, hut23-1077, netcdf-files, multiple-threads, strategic-planning, demographics, colombia, matlab-toolbox, psha, openquake-engine, openquake, cluster, national-water-model, pca, apache-beam, gcam-china, china, ecosystem, clm, spaceweather, iris, climate-policy, gfdl, fms, xarray-accessor, hector, archiving, weather-information, ncei, ncdc, historical-weather, eof-analysis, dimensionality-reduction, h5py, jedi, gefs, gdas, xgcm, cmip6-data, kokkos, cxx, magicc-model, vulnerability, reinsurance, loss, insurance, catastrophe-modelling, catastrophe-model, smap, weather-conditions, tropical-cyclone-variability, potential-intensity, hurricanes, hurricane-calculations, um, pp, cfunits, cfdm, cf, tropical-storms, cyclones-behaviour, rating-curve, hec-ras, floodplain, pollen-measurements, quantile-mapping, quantile-delta-mapping, linear-scaling, detrended-quantile-mapping, delta-method, delta-change-method, cdf, bias-adjustment, tensorflow2, sckit-learn, ensemble-machine-learning, geoinformatics, logon, s2d, unidata-netcdf, gridded-climate-data, aoi, phenology-data, ogd, lisvap, lisflood, glofas, efas, sr15, pathway-analysis, cloud-optimized, servirglobal, servir, ndvi, storms, performance-diagram, mrms, hail, dem, predictive-analytics, multimodel-ensemble, mpi4py, projection, conflict, disaster-risk-management, tsunami, surge, storm, adaptive, warming-levels, ipcc-regions, climate4r, climate-change-atlas, flood-risk-models, near-real-time, data-rescue, archives, netcdf-library, netcdf-fortran, sedimentation, sediment-transport, paleogeography, paleoclimate, lithology, landscape-evolution-model, erosion-process, compaction, basin-modeling, flood-monitoring, mpas-analysis, mpas, nuopc, indices, oceanic-nino, model-diagnostics, med-team, large-language-models, climate-services, climate-assessments, ai-for-climate, unstructured-grids, ugrid, ndimensional-arrays, compressed, landslide, debrisflow, urban-climate-model, transcription, digitization, model-coupling, esmx, earth-system-modelling, earth-system-modeling-framework, norwegian, noresm, climate-simulations, climate-indicators, calculation-climate, cansips, cangrd, ahccd, hadcrut5, data-catalog, cesm-lens, variance-scaling, cyclone, regrid, netcdf-operators, nco, hdf, gsl, satellite-imagery-analysis, landsat-data, geodata, roms, regional, regcm, coupled, rstats-package, soil-plant-atmosphere, sif, fluorescence,

Projects

Contributors

Kajsa Maria Parding [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics:

Kajsa Maria Parding [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics:

Abdelkader Mezghani [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics:

root [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics:

root [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics:

Rasmus Benestad [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics:

nayhur [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics: aoi, climate, gridded-climate-data, weather

Christopher Moseley [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:

Bob Rudis [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics: climate, noaa, noaa-data, geocoding, geoparser, osm-data, overpass-api, visualisation, ggplot2-themes, plot and 10 more

Francesco Nazzaro [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics: google-calendar, google-spreadsheet, worklog

Scot Breitenfeld [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: unidata, unidata-netcdf, cfd, cfd-general-notation, cgns, fluid-dynamics, hdf5, parallel-io, asyncio, adios and 14 more

Neil Carlson [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: netcdf-fortran, netcdf-library, unidata, coarray-fortran, coarrays, mpi, parallel, parallel-programming, spmd, yajl

maning [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin, hazards, opendata, philippines, aerial-imagery, buildings, geometry and 7 more

krisvanneste [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic and 4 more

Pablo Heresi [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic and 2 more

CatalinaYepesE [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic

Yewondwossen Assefa [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin, engine, foss4g, gdal, gml, mapserver, ogc and 11 more

unknown [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: cartography, energyplus, gbxml, solar-physics, grasshopper, weather-data

Jon Calder [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics: climate, noaa, noaa-data, graph-functions, network-graph, property-graph, example-data, examples, book, network-visualization and 22 more

Sander [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: convolutional-neural-networks, partial-differential-equations, benchmark-functions, benchmark-suite, benchmarking-suite, multi-fidelity, time-tracking, toggl, gtk, qt and 4 more

Raquel Alegre [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: anuclim, climate-analysis, climate-science, icclim, netcdf4, xclim, bias-detection, climate-change, carto, geolocation and 3 more

Nehal J Wani [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: unidata, unidata-netcdf, apache, orc, spec-0, spec-1, spec-4, cgal, mathematics, mesh and 56 more

AoifeHughes [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: hut23, hut23-1077

Dr Griffith Rees [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: hut23, hut23-1077

Thomas Braun [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: unidata, unidata-netcdf, data-format, hdf, hdf5, neurodata-without-borders, neuroscience, nwb, nwb-n, open-science and 4 more

Pieter Eendebak [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: map-reduce, anaconda, anaconda-distribution, ide, language-server-protocol, qt, spyder, winpython, closember, ipython and 43 more

Rhodri Davies [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics: arctic-sea-ice, climate-change, climate-variability, scicomm, sea-ice-thickness, activerecord, rgeo

Liam Adams [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: cpp-library, glm, header-only, mathematics, matrix, quaternion, simd, sycl, vulkan

Matt Shin [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: aws-s3, jules, ubuntu, aws-lambda, dockerfile, fcm, gfortran, jedi, finite-difference, finite-elements and 3 more

David Davies [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: jedi

Irena Vankova [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: climate-analysis, climate-model, e3sm, mpas, mpas-analysis

Thansis [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic

Sarwan [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:

[email protected] [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic

LanaTodorovic93 [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic

Richard Styron [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic

emabcede1998 [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic

Francis Bernales [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic

Stéphane Drouet [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic

Basar Yucel [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic

griffij [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic

Matteo Nastasi [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic

silviacanessa [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic

FrancescoIngv [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic

AntoniaJost [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics: ai-for-climate, climate-assessments, climate-data, climate-services, large-language-models

Dipanjan Majumdar [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: cfd, computational-fluid-dynamics, large-eddy-simulation, urban-climate

sarahouimette [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:

Ramya [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:

[email protected] [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: satellites

[email protected] [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:

Dakota Benjamin [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:

David Rothstein [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: es6-javascript, wordpress

Geoffrey Kateregga [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disaster

[email protected] [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:

Wille Marcel [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: qa, aws-cdk, aws-lambda, cog, cogeotiff, dynamic, gdal, map-tile-server, map-tiles, mosaicjson and 12 more

Aruna Sankaranarayanan [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:

[email protected] [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:

Richa [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:

David Strauss [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: gcp, amqp, queue-tasks, queue-workers, queued-jobs, redis-queue, sqs, sqs-queue, task-manager, task-runner and 23 more

[email protected] [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:

scor [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:

Jon Peck [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: hapi

arcticsnow [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics: climate, climate-science, dem, downscaling, era5, geoscience, avalanche, caaml, international-classification, pit and 5 more

see24 [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: convolution, landscape-ecology, raster-data, choropleth-maps, thematic-maps, visualisation

ngbountos [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: insar, synthetic-aperture-radar, flood, sar

Adriana Caswell [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:

Joseph.Mouallem [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: climate, fre, gfdl

Jeffrey Durachta [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: climate, fre, gfdl, fms, fv3, model-component, physics

baoqiang80 [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:

Casey Li [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:

Jesus Fernandez [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: climate, distributed-computing, drm, wrf, cordex

Flame1190 [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:

Jannis [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: climate, conflict, projection, coupling, hydrodynamics, hydrology, large-scale, bmi, lisflood

Harshula Jayasuriya [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: climate, climate-model, fms, gfdl

BaptisteDlp [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cyclones-behaviour, tropical-storms

ackerlen [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic and 7 more

Joshua McKenty [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic and 1 more

Robin Gee [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic

unknown [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic

rodolfopuglia [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic

Roland [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic

[email protected] [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic

Meg Fowler [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:

Clark Fitzgerald [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: numerical-methods, closember, asynchronous, distributed-computing, future, hpc-clusters, parallel, parallel-computing, parallel-processing, parallelization and 6 more

crusaderky [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: disk, freebsd, memory, netbsd, openbsd, osx, ps, psutil, sensors, system-monitoring and 16 more

Guido Imperiale [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:

johnomotani [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: data-storage, hdf5, hdf5-binaries, hdf5-files, hdf5-library, jld, mat, pydata, conda, conda-build and 1 more

Ben Schroeter [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:

Fiona Spuler [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:

garciam [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:

Damien Allen [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics: pep8, ruff, rustpython, static-analysis, static-code-analysis, style-guide

Manas Sahni [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: climate-science, weather

Teagan King [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: cesm, climate, clm, ecosystem, hydrology, land, land-surface-model, ncar, community, datamodeling and 6 more

Bowen Fang [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: cesm, climate, clm, ecosystem, hydrology, land, land-surface-model, ncar

Yang Liu [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics: china, climate, coupled-human-natural-systems, economics, gcam, gcam-china, human-earth-system, integrated-assessment-model, land

John Truesdale [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: cesm, climate, clm, ecosystem, hydrology, land, land-surface-model, ncar

Nan Rosenbloom [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: cesm, climate, clm, ecosystem, hydrology, land, land-surface-model, ncar

Damrongsak Wirasaet [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:

Arun Sathiya [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: apache-beam, weather, stripe, stripe-sdk, ns-2, ns-3, simulator, barcode, camera, demo and 40 more

kbp45-cusp [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: apache-beam, weather